Borrowing it
Nothing to install: this file belongs to BuaaJoseph/claude-code-best-practice-zh. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/BuaaJoseph/claude-code-best-practice-zh/master/.claude/skills/presentation/vibe-to-agentic-framework/SKILL.mdgit clone --depth 1 https://github.com/BuaaJoseph/claude-code-best-practice-zhWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/buaajoseph/claude-code-best-practice-zh/vibe-to-agentic-framework)<a href="https://agentmods.dev/skills/buaajoseph/claude-code-best-practice-zh/vibe-to-agentic-framework"><img src="https://agentmods.dev/badge/skills/buaajoseph/claude-code-best-practice-zh/vibe-to-agentic-framework/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/buaajoseph/claude-code-best-practice-zh/vibe-to-agentic-framework"><img src="https://agentmods.dev/badge/skills/buaajoseph/claude-code-best-practice-zh/vibe-to-agentic-framework.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00052 | $0.03286 |
| Opus 5 | $0.00026 | $0.01643 |
| Sonnet 5 | $0.00010 | $0.00657 |
| Haiku 4.5 | $0.00005 | $0.00329 |
Grade A, and why
vibe-to-agentic-framework scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 170 lines — stays where its author put it; the contents beside it link to each section on GitHub.
"从Vibe Coding到代理工程"框架
此技能教授演示文稿背后的概念模型。每张幻灯片和章节都讲述一个故事:开发者如何逐步从无结构的"vibe coding"(低级)迈向高级代理工程(高级)。
核心概念
**Vibe Coding(低级)**是指开发者使用Claude Code但没有任何结构——没有项目上下文、没有约定、没有可复用知识。每个提示都是抛硬币。Claude可能会创建随机端点、忽略现有模式、跳过测试,产生不一致的代码。代码库随着每次交互趋向熵增。
**Agentic Engineering(高级)**是指Claude Code作为完全配置的工程系统运行。它知道项目架构(CLAUDE.md)、遵循作用域约定(Rules)、按需加载领域专业知识(Skills)、委托给专业 worker(Agents)、编排多步骤工作流(Commands)、自动化生命周期事件(Hooks)、连接外部工具(MCP Servers)。每个提示都产生一致、经过测试的生产级代码。
这两个极端之间的旅程是渐进式和累积性的。每个最佳实践都建立在前一个之上,演示文稿按照开发者应该采用的顺序来教授。
4级旅程系统
演示文稿使用4级评分系统而非百分比条:
| 级别 | 顺序 | 颜色 | 旅程条高度 | 描述 |
|---|---|---|---|---|
| Low | 1 | 红色/橙色 (hsl(0, 70%, 45%)) |
25% | Vibe coding领地——无结构 |
| Medium | 2 | 黄色 (hsl(40, 70%, 45%)) |
50% | 结构化工作流,部分自动化 |
| High | 3 | 浅绿色 (hsl(80, 70%, 45%)) |
75% | 领域知识、技能、自定义代理 |
| Pro | 4 | 深绿色 (hsl(120, 70%, 45%)) |
100% | 完整代理工程,多代理团队 |
旅程条在幻灯片1(标题幻灯片)隐藏,从幻灯片2开始显示。级别通过关键过渡幻灯片上的 data-level 属性设置,随后幻灯片继承该级别直到下一个级别变化。当级别变化时,.level-badge 由JS注入到幻灯片的 h1 中(不要在HTML中硬编码这些)。
运行示例:TodoApp Monorepo
每种技术都在一个现实的全栈项目中演示。演示文稿展示了从纯项目(vibe coding)到完整Claude Code配置(代理工程)的转变:
之前(Vibe Coding):
todoapp/
├── backend/ # FastAPI (Python)
│ ├── main.py
│ ├── routes/
│ ├── models/
│ └── tests/
└── frontend/ # Next.js (TypeScript)
├── components/
├── pages/
└── lib/
之后(Agentic Engineering):
todoapp/
├── .claude/ # Claude Code 配置
│ ├── agents/ # 自定义子代理
│ ├── skills/ # 领域知识
│ ├── commands/ # 斜杠命令
│ ├── hooks/ # 生命周期脚本
│ ├── rules/ # 模块化指令
│ ├── settings.json # 团队设置
│ └── settings.local.json # 个人设置
├── backend/
│ └── CLAUDE.md # 后端指令
├── frontend/
│ └── CLAUDE.md # 前端指令
├── .mcp.json # 管理的MCP服务器
└── CLAUDE.md # 项目指令
为什么选TodoApp? 它足够小以适应幻灯片,但足够复杂以展示真实问题:一个后端有路由模式和测试约定,一个前端有组件层次结构和设计代币,以及一个需要跨领域关注点协调(如添加新功能)的monorepo结构。
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 170 lines · 52 tokens per session scan A 4e107bca1554
vibe-to-agentic-framework is a skill published in the GitHub repository BuaaJoseph/claude-code-best-practice-zh (2 stars, last pushed 4mo ago), licensed MIT. It adds 52 tokens to every session and 3,286 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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